{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "营业收入增长率: 980.76%\n",
      "净利润增长率: 22.26%\n",
      "资产负债率: 129.00%\n",
      "市场份额变化率: 7.14%\n",
      "研发投入占比: 9.68%\n"
     ]
    }
   ],
   "source": [
    "# 假设已有营业收入数据\n",
    "revenue_2024 = 1344097.2  # 2024年上半年营业收入（千元）\n",
    "revenue_2023 = 124365.598  # 2023年上半年营业收入（千元）\n",
    "\n",
    "# 计算营业收入增长率\n",
    "revenue_growth_rate = (revenue_2024 - revenue_2023) / revenue_2023 * 100\n",
    "print(f\"营业收入增长率: {revenue_growth_rate:.2f}%\")\n",
    "# 假设已有净利润数据\n",
    "net_profit_2024 = 476092.2  # 2024年上半年净利润（千元）\n",
    "net_profit_2023 = 389424  # 2023年上半年净利润（千元）\n",
    "\n",
    "# 计算净利润增长率\n",
    "net_profit_growth_rate = (net_profit_2024 - net_profit_2023) / net_profit_2023 * 100\n",
    "print(f\"净利润增长率: {net_profit_growth_rate:.2f}%\")\n",
    "# 假设已有总资产和总负债数据\n",
    "total_assets_2024 = 5450188.9  # 2024年上半年总资产（千元）\n",
    "total_liabilities_2024 = 7030550.1  # 2024年上半年总负债（千元）\n",
    "\n",
    "# 计算资产负债率\n",
    "debt_to_asset_ratio = total_liabilities_2024 / total_assets_2024 * 100\n",
    "print(f\"资产负债率: {debt_to_asset_ratio:.2f}%\")\n",
    "# 假设已有市场份额数据\n",
    "market_share_2024 = 0.15  # 2024年市场份额\n",
    "market_share_2023 = 0.14  # 2023年市场份额\n",
    "\n",
    "# 计算市场份额变化率\n",
    "market_share_growth_rate = (market_share_2024 - market_share_2023) / market_share_2023 * 100\n",
    "print(f\"市场份额变化率: {market_share_growth_rate:.2f}%\")\n",
    "# 假设已有研发费用和营业收入数据\n",
    "r_d_expense = 130145.6  # 2024年上半年研发费用（千元）\n",
    "revenue_2024 = 1344097.2  # 2024年上半年营业收入（千元）\n",
    "\n",
    "# 计算研发投入占比\n",
    "r_d_to_revenue_ratio = r_d_expense / revenue_2024 * 100\n",
    "print(f\"研发投入占比: {r_d_to_revenue_ratio:.2f}%\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "营业收入增长率: 980.76%\n",
      "净利润增长率: 22.26%\n",
      "资产负债率: 129.00%\n",
      "研发投入占比: 9.68%\n"
     ]
    }
   ],
   "source": [
    "revenue_2024 = 1344097.2  # 2024年上半年营业收入（千元）\n",
    "revenue_2023 = 124365.598  # 2023年上半年营业收入（千元）\n",
    "\n",
    "revenue_growth_rate = (revenue_2024 - revenue_2023) / revenue_2023 * 100\n",
    "net_profit_2024 = 476092.2  # 2024年上半年净利润（千元）\n",
    "net_profit_2023 = 389424  # 2023年上半年净利润（千元）\n",
    "\n",
    "net_profit_growth_rate = (net_profit_2024 - net_profit_2023) / net_profit_2023 * 100\n",
    "total_assets_2024 = 5450188.9  # 2024年上半年总资产（千元）\n",
    "total_liabilities_2024 = 7030550.1  # 2024年上半年总负债（千元）\n",
    "\n",
    "debt_to_asset_ratio = total_liabilities_2024 / total_assets_2024 * 100\n",
    "r_d_expense = 130145.6  # 2024年上半年研发费用（千元）\n",
    "revenue_2024 = 1344097.2  # 2024年上半年营业收入（千元）\n",
    "\n",
    "r_d_to_revenue_ratio = r_d_expense / revenue_2024 * 100\n",
    "print(f\"营业收入增长率: {revenue_growth_rate:.2f}%\")\n",
    "print(f\"净利润增长率: {net_profit_growth_rate:.2f}%\")\n",
    "print(f\"资产负债率: {debt_to_asset_ratio:.2f}%\")\n",
    "print(f\"研发投入占比: {r_d_to_revenue_ratio:.2f}%\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import pandas as pd\n",
    "\n",
    "# 假设数据\n",
    "years = ['2023', '2024']\n",
    "revenue = [124365.598, 1344097.2]\n",
    "net_profit = [389424, 476092.2]\n",
    "\n",
    "# 创建数据框架\n",
    "data = pd.DataFrame({\n",
    "    'Year': years,\n",
    "    'Revenue': revenue,\n",
    "    'Net Profit': net_profit\n",
    "})\n",
    "\n",
    "# 绘制图表\n",
    "plt.figure(figsize=(10, 6))\n",
    "plt.plot(data['Year'], data['Revenue'], marker='o', label='Revenue')\n",
    "plt.plot(data['Year'], data['Net Profit'], marker='s', label='Net Profit')\n",
    "plt.title('Revenue and Net Profit Trend')\n",
    "plt.xlabel('Year')\n",
    "plt.ylabel('Amount (in thousand yuan)')\n",
    "plt.xticks(rotation=45)\n",
    "plt.legend()\n",
    "plt.grid(True)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 业绩亮点和风险提示\n",
    "highlights = {\n",
    "    'Revenue Growth': f\"{revenue_growth_rate:.2f}%\",\n",
    "    'Net Profit Growth': f\"{net_profit_growth_rate:.2f}%\",\n",
    "    'R&D Investment': f\"{r_d_to_revenue_ratio:.2f}%\"\n",
    "}\n",
    "\n",
    "risks = {\n",
    "    'Market Competition': 'High',\n",
    "    'Economic Fluctuation': 'Moderate',\n",
    "    'Exchange Rate Risk': 'Moderate'\n",
    "}\n",
    "\n",
    "# 绘制信息图\n",
    "fig, ax = plt.subplots(figsize=(10, 6))\n",
    "\n",
    "# 业绩亮点\n",
    "for i, (key, value) in enumerate(highlights.items()):\n",
    "    ax.text(0.1, 0.9 - i*0.2, f\"{key}: {value}\", fontsize=12, bbox=dict(facecolor='lightblue', alpha=0.5))\n",
    "\n",
    "# 风险提示\n",
    "for i, (key, value) in enumerate(risks.items()):\n",
    "    ax.text(0.6, 0.9 - i*0.2, f\"{key}: {value}\", fontsize=12, bbox=dict(facecolor='salmon', alpha=0.5))\n",
    "\n",
    "ax.set_title('Company Performance Highlights and Risks')\n",
    "ax.axis('off')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "       Company Revenue Growth Net Profit Growth R&D Investment\n",
      "0  SF Holdings        980.76%            22.26%          9.68%\n",
      "1    Company A            10%                5%             4%\n",
      "2    Company B             8%                7%             3%\n"
     ]
    }
   ],
   "source": [
    "# 假设同行业公司数据\n",
    "competitors = {\n",
    "    'Company': ['SF Holdings', 'Company A', 'Company B'],\n",
    "    'Revenue Growth': [f\"{revenue_growth_rate:.2f}%\", \"10%\", \"8%\"],\n",
    "    'Net Profit Growth': [f\"{net_profit_growth_rate:.2f}%\", \"5%\", \"7%\"],\n",
    "    'R&D Investment': [f\"{r_d_to_revenue_ratio:.2f}%\", \"4%\", \"3%\"]\n",
    "}\n",
    "\n",
    "# 创建数据框架\n",
    "df_competitors = pd.DataFrame(competitors)\n",
    "\n",
    "# 打印表格\n",
    "print(df_competitors)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.13.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
